{"id":18976502,"url":"https://github.com/islam-hady9/image-classifier-gui-app","last_synced_at":"2026-04-09T11:30:17.987Z","repository":{"id":249188523,"uuid":"830643627","full_name":"Islam-hady9/image-classifier-gui-app","owner":"Islam-hady9","description":"Simple Machine Learning GUI App with Taipy and Tensorflow","archived":false,"fork":false,"pushed_at":"2024-07-20T23:01:37.000Z","size":64771,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-01T09:26:22.112Z","etag":null,"topics":["cnn","deep-learning","imageclassification","machine-learning","python","taipy-gui","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Islam-hady9.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-18T17:13:54.000Z","updated_at":"2024-11-16T19:07:29.000Z","dependencies_parsed_at":"2024-07-26T03:18:01.515Z","dependency_job_id":null,"html_url":"https://github.com/Islam-hady9/image-classifier-gui-app","commit_stats":null,"previous_names":["islam-hady9/image-classifier-gui-app"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Islam-hady9%2Fimage-classifier-gui-app","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Islam-hady9%2Fimage-classifier-gui-app/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Islam-hady9%2Fimage-classifier-gui-app/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Islam-hady9%2Fimage-classifier-gui-app/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Islam-hady9","download_url":"https://codeload.github.com/Islam-hady9/image-classifier-gui-app/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239978058,"owners_count":19728271,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["cnn","deep-learning","imageclassification","machine-learning","python","taipy-gui","tensorflow"],"created_at":"2024-11-08T15:25:04.225Z","updated_at":"2026-04-09T11:30:17.924Z","avatar_url":"https://github.com/Islam-hady9.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Classifier GUI App\n\n\u003cdiv align=\"center\"\u003e\n  \u003cp align=\"center\"\u003e\n    \u003cimg src=\"https://github.com/Islam-hady9/image-classifier-gui-app/blob/main/img/wireframe.png\" alt=\"Heart Attack\" /\u003e\n  \u003c/p\u003e\n\u003cp align=\"center\"\u003e\n\u003cstrong\u003eSimple Machine Learning GUI App with Taipy and Tensorflow\u003c/strong\u003e\u003c/p\u003e\n\u003c/div\u003e\n\n---\n\n## Overview\nThis project is a simple Machine Learning GUI application built with Taipy and TensorFlow. It allows users to classify images using a trained neural network model through a graphical interface.\n\n## Features\n- **GUI Interface**: User-friendly interface created with Taipy.\n- **Image Classification**: Classifies images based on a pre-trained TensorFlow model.\n- **Demo Images**: Includes a set of demo images for testing.\n- **Model Handling**: Easily load and use the trained model.\n\n## Installation\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/Islam-hady9/image-classifier-gui-app.git\n   ```\n2. Navigate to the project directory:\n   ```bash\n   cd image-classifier-gui-app\n   ```\n3. Install the required dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n## Usage\n1. Run the application:\n   ```bash\n   python classifier.py\n   ```\n2. Use the GUI to upload and classify images.\n\n## Requirements\n- Python 3.x\n- TensorFlow\n- Taipy\n\n## Files\n- `classifier.py`: Main application script.\n- `requirements.txt`: List of dependencies.\n- `model/`: Directory containing the trained model.\n- `demo_images/`: Directory containing demo images for testing.\n\n## Contributions\nContributions are welcome. Please fork the repository and create a pull request.\n\n## License\nThis project is licensed under the MIT License.\n\n## Contact\nFor any inquiries or issues, please open an issue on the repository.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fislam-hady9%2Fimage-classifier-gui-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fislam-hady9%2Fimage-classifier-gui-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fislam-hady9%2Fimage-classifier-gui-app/lists"}